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1
User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis
In: ComputEL-4: Fourth Workshop on the Use of Computational Methods in the Study of Endangered Languages ; https://halshs.archives-ouvertes.fr/halshs-03030529 ; ComputEL-4: Fourth Workshop on the Use of Computational Methods in the Study of Endangered Languages, Mar 2021, Hawai‘i, United States (2021)
Abstract: International audience ; This paper reports on progress integrating the speech recognition toolkit ESPnet into Elpis, a web front-end originally designed to provide access to the Kaldi automatic speech recognition toolkit. The goal of this work is to make end-to-end speech recognition models available to language workers via a user-friendly graphical interface. Encouraging results are reported on (i) development of an ESPnet recipe for use in Elpis, with preliminary results on data sets previously used for training acoustic models with the Persephone toolkit along with a new data set that had not previously been used in speech recognition, and (ii) incorporating ESPnet into Elpis along with UI enhancements and a CUDA-supported Dockerfile.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing; ACM: D.: Software; automatic speech recognition; automatic transcription; Computational Language Documentation; endangered languages; language documentation; MESH: documentation linguistique; MESH: langues en danger; MESH: reconnaissance automatique de la parole; MESH: Traitement Automatique des Langues Naturelles; MESH: transcription automatique
URL: https://halshs.archives-ouvertes.fr/halshs-03030529v2/file/Elpis_ComputEL4.pdf
https://halshs.archives-ouvertes.fr/halshs-03030529v2/document
https://halshs.archives-ouvertes.fr/halshs-03030529
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2
User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis
In: ComputEL-4: Fourth Workshop on the Use of Computational Methods in the Study of Endangered Languages ; https://halshs.archives-ouvertes.fr/halshs-03030529 ; ComputEL-4: Fourth Workshop on the Use of Computational Methods in the Study of Endangered Languages, Mar 2021, Hawai‘i, United States (2021)
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3
La transcription du linguiste au miroir de l’intelligence artificielle : réflexions à partir de la transcription phonémique automatique
In: ISSN: 0037-9069 ; EISSN: 1783-1385 ; Bulletin de la Société de Linguistique de Paris ; https://halshs.archives-ouvertes.fr/halshs-02881731 ; Bulletin de la Société de Linguistique de Paris, Peeters Publishers, 2020, 116 (1) (2020)
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4
International Phonetic Alphabet (Vietnamese version) ; Alphabet Phonétique International (version vietnamienne) ; Bảng phiên âm quốc tế. Bản tiếng Việt
In: https://halshs.archives-ouvertes.fr/halshs-02469549 ; 2020 (2020)
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5
User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis
In: ComputEL-4: Fourth Workshop on the Use of Computational Methods in the Study of Endangered Languages ; https://halshs.archives-ouvertes.fr/halshs-03030529 ; 2020 ; https://computel-workshop.org/ (2020)
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6
La transcription du linguiste au miroir de l’intelligence artificielle : réflexions à partir de la transcription phonémique automatique
In: ISSN: 0037-9069 ; EISSN: 1783-1385 ; Bulletin de la Société de Linguistique de Paris ; https://halshs.archives-ouvertes.fr/halshs-02881731 ; Bulletin de la Société de Linguistique de Paris, Peeters Publishers, 2020, 116 (1) (2020)
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7
International Phonetic Alphabet (Vietnamese version) ; Alphabet Phonétique International (version vietnamienne) ; Bảng phiên âm quốc tế. Bản tiếng Việt
In: https://halshs.archives-ouvertes.fr/halshs-02469549 ; 2020 (2020)
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8
Integrating automatic transcription into the language documentation workflow: Experiments with Na data and the Persephone toolkit
In: ISSN: 1934-5275 ; EISSN: 1934-5275 ; Language Documentation & Conservation ; https://halshs.archives-ouvertes.fr/halshs-01841979 ; Language Documentation & Conservation, University of Hawaiʻi Press 2018, 12, pp.393-429 ; hdl.handle.net/10125/24793 (2018)
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9
Integrating automatic transcription into the language documentation workflow: Experiments with Na data and the Persephone toolkit
In: ISSN: 1934-5275 ; EISSN: 1934-5275 ; Language Documentation & Conservation ; https://halshs.archives-ouvertes.fr/halshs-01841979 ; Language Documentation & Conservation, University of Hawaiʻi Press 2018, 12, pp.393-429 ; hdl.handle.net/10125/24793 (2018)
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10
Phonemic transcription of low-resource tonal languages
In: ISSN: 1834-7037 ; Australasian Language Technology Association Workshop 2017 ; https://halshs.archives-ouvertes.fr/halshs-01656683 ; Australasian Language Technology Association Workshop 2017, Dec 2017, Brisbane, Australia. pp.53-60 (2017)
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11
Phonemic transcription of low-resource tonal languages
In: ISSN: 1834-7037 ; Australasian Language Technology Association Workshop 2017 ; https://halshs.archives-ouvertes.fr/halshs-01656683 ; Australasian Language Technology Association Workshop 2017, Dec 2017, Brisbane, Australia. pp.53-60 (2017)
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12
International Phonetic Alphabet correspondences for the phonetic notations used by J.F. Rock in his Nakhi-English dictionary ; 骆克的纳西语-英语百科辞典中的拼音系统、对照国际音标
In: 茶马古道研究集刊 ; https://halshs.archives-ouvertes.fr/halshs-00376259 ; 茶马古道研究集刊, 云南大学出版社, 2015, 4, pp.119-124 (2015)
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13
International Phonetic Alphabet correspondences for the phonetic notations used by J.F. Rock in his Nakhi-English dictionary ; 骆克的纳西语-英语百科辞典中的拼音系统、对照国际音标
In: 茶马古道研究集刊 ; https://halshs.archives-ouvertes.fr/halshs-00376259 ; 茶马古道研究集刊, 云南大学出版社, 2015, 4, pp.119-124 (2015)
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14
Séance de travail et de transcription dans le cadre de l'enquête linguistique sur la langue kakabé
In: https://medihal.archives-ouvertes.fr/hal-03408709 ; Photography. Mamou, Guinea. 2014 (2014)
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Séance de travail et de transcription dans le cadre de l'enquête linguistique sur la langue kakabé
In: https://medihal.archives-ouvertes.fr/hal-03408709 ; Photography. Mamou, Guinea. 2014 (2014)
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16
Syllabic inventory of a Western Naxi dialect, and correspondence with Joseph F. Rock's transcriptions
In: ISSN: 0153-3320 ; EISSN: 1960-6028 ; Cahiers de linguistique - Asie Orientale ; https://hal.archives-ouvertes.fr/hal-00134940 ; Cahiers de linguistique - Asie Orientale, CRLAO, 2006, 35(1), pp. 3-21 (2006)
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17
Syllabic inventory of a Western Naxi dialect, and correspondence with Joseph F. Rock's transcriptions
In: ISSN: 0153-3320 ; EISSN: 1960-6028 ; Cahiers de linguistique - Asie Orientale ; https://hal.archives-ouvertes.fr/hal-00134940 ; Cahiers de linguistique - Asie Orientale, CRLAO, 2006, 35(1), pp. 3-21 (2006)
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